MPI / ClusterTools Update and Plans

Size: px
Start display at page:

Download "MPI / ClusterTools Update and Plans"

Transcription

1 HPC Technical Training Seminar July 7, 2008 October 26, nd HLRS Parallel Tools Workshop Sun HPC ClusterTools 7+: A Binary Distribution of Open MPI MPI / ClusterTools Update and Plans Len Wisniewski Engineering Manager Software Developer Tools and Services Sun Microsystems Len Wisniewski Engineering Manager, ClusterTools team Sun Microsystems Software 1 1

2 Overview Sun HPC ClusterTools history Open MPI Sun support for Open MPI Solaris Sun Studio Sun Grid Engine MPI profiling MPI Testing Tool (MTT) Future releases 2

3 Sun HPC ClusterTools history 1996: Sun acquired the GlobalWorks team from Thinking Machines Corporation : Sun releases six versions of Sun HPC ClusterTools based on Globalworks proprietary source MPI libraries (including MPI I/O) Cluster run-time environment (CRE) Sun Scalable Scientific Library (S3L) Sun Parallel File System High Performance Fortran compiler Prism parallel debugger Installation software ClusterTools 6 (in 2006) was last proprietary release Included just MPI, CRE, and installation software Other components EOL'd or integrated into other products 3

4 Sun joins Open MPI Currently 15 Members, 9 Contributors, 2 Partners Plus individual contributors 4

5 Open MPI goals Create a free, open source, peer-reviewed, production-quality complete MPI-2 implementation. Provide extremely high, competitive performance (latency, bandwidth,...pick your favorite metric). Directly involve the HPC community with external development and feedback (vendors, 3rd party researchers, users, etc.). Provide a stable platform for 3rd party research and commercial development. Help prevent the "forking problem" common to other MPI projects. Support a wide variety of HPC platforms and environments. 5

6 Open MPI architecture MPI API Layer PML = Pt2Pt Messaging Layer BML = BTL Management Layer TCP BTL Shared Memory BTL Open IB (User Verbs) BTL udapl BTL BTL = Byte Transfer Layer 6

7 Sun HPC ClusterTools 7+ Starting with Sun HPC ClusterTools 7 (CT 7), ClusterTools becomes a binary distribution of Open MPI CT 7 based on Open MPI 1.2 CT 7.1 based on Open MPI CT 8 to be based on Open MPI CT 7.1 is available Second early access version of CT 8 (CT8 EA2) available now! First release to support both Solaris and Linux cess.xml 7

8 Open MPI / CT Release Timeline 8

9 Sun support for Open MPI Resource Managers Sun Grid Engine PBS Pro / Torque / Open PBS rsh / ssh SLURM LoadLeveler Xgrid Yod Operating Systems Solaris Linux Mac OS X Windows Compilers Sun Studio gcc (on Linux only) PGI Intel Pathscale Interconnects TCP / ethernet Shared memory Infiniband Myrinet (GM and MX) Portals Loopback 9

10 Installation / Sun packages Installation tools ctinstall install on multiple nodes ctact switch default links between CT versions Four Sun packages SUNWompi Open MPI files SUNWompiat CT installer utilities SUNWompimn Open MPI man pages SUNWomsc miscellanous support files 10

11 Documentation Contributed MPI man pages to Open MPI Ship four user documents Migration guide (from CT6 to CT7) User's Guide Install Guide Release Notes Future user documents in progress MPI programming guide Performance guide Plan to collaborate and/or contribute versions of above docs in adaptable format to community 11

12 Solaris support Unique Solaris 10 features Zones Dtrace udapl support (for Solaris IB stack) OpenSolaris packages Support for various tools on Solaris Sun Studio Sun Grid Engine 3 rd party tools Parallel debuggers Totalview (by Totalview Technologies) DDT (by Allinea) Resource managers PBS Pro (by Altair) 12

13 UDAPL Byte Transfer Layer (BTL) Solaris 10 has its own IB stack OFED IB Verbs not supported on Solaris udapl BTL layered on udapl library udapl is a standard library for accessing underlying interconnects Solaris to support OFED IB Verbs in future Sun will join the common effort to develop openib BTL 13

14 Sun Studio support Support user codes compiled in Sun Studio 10, 11, and 12 Fortran, C, and C++ Provide compiler wrappers Collaboration with community Enable easy linking of user apps with appropriate libraries when using Studio configurable for other compilers Address unique attributes of compiler, OS, or chip type SPARC alignment C++ and Fortran compilers Sun Studio supports both Solaris and Linux! 14

15 Sun Grid Engine support Sun Grid Engine (SGE) Free and open-source resource manager Allows integration with MPI implementations Created SGE plug-in for Open MPI Enables invocation of MPI job within SGE Via batch script invoked via qsub command Via interactive shell # Submit an SGE and OMPI job and mpirun in one line shell$ qrsh -V -pe orte 4 mpirun -np 4 mpijob SGE enables exclusive use of set of nodes SGE supports job accounting 15

16 MPI Profiling CT8 EA2 has support for the following profiling methods: DTrace Sun Studio Analyzer MPI PERUSE VampirTrace 16

17 DTrace providers DTrace Comprehensive dynamic tracing facility Examine behavior of user and kernel codes CT7 includes DTrace examples for MPI programs CT8 EA2 includes DTrace providers for MPI Piggybacks on the MPI PERUSE framework in Open MPI Unobtrusive tracing programs netstat-like example 17

18 Dtrace providers netstat-like example Run an MPI program using CT MPI libraries Invoke providers via a dtrace script as follows: /* Collect Removal of Send Requests */ mpi peruse$target:::peruse_comm_req_notify /args[3]->mcs_op=="send"/ { --sends_act; } Run dtrace script while MPI program runs: % dtrace -q -p s /opt/sunwhpc/hpc8.0/examples/dtrace/mpistat. d Count decremented above shown as part of netstatlike format on stdout via dtrace script 18

19 Integration with Sun Studio Analyzer Sun Studio Performance (and Thread) Analyzer Takes measurements Computes metrics from them Attributes metrics to a dynamic callgraph Does not require special compilation GUI support MPI support Show MPI Timeline Define MPI Charts MPI State profiling Works on mixed MPI and OpenMP programs Thread Analyzer helps detect and fix races 19

20 ClusterTools and 3 rd party products Parallel debugger support Totalview Totalview Technologies DDT Allinea Including message queue viewing Resource manager support PBS Professional Altair Interconnect support Infiniband multiple vendors Myrinet MX - Myricom 20

21 MPI Testing Tool (MTT) MTT principles Be freely available to minimize deployment cost Incorporate existing tests Simultaneous distributed testing across sites Support specialized on-demand and reporting Support parallel tests and various resource managers 21

22 MPI Testing Tool An Extensible Framework for Distributed Testing of MPI Implementations. Joshua Hursey (Indiana U), Ethan Mallove (Sun), Jeffrey M. Squyres (Cisco) and Andrew Lumsdaine (Indiana U) 14 th PVM / MPI Conference, Paris, France, October

23 MTT Results Summary example 23

24 Upcoming release: Open MPI 1.3 Improved job startup scalability Improved MPI_THREAD_MULTIPLE support Checkpoint / restart support Support for Platform LSF OpenIB BTL improvements iwarp support XRC / ConnectX support Processor affinity improvements Message logging VampirTrace support Many more new features and improvements See Release document for 1.3 series 24

25 Upcoming release: Sun HPC ClusterTools 8 Based on Open MPI 1.3 Features Linux support Mellanox ConnectX support Increased scalability Support for 1024 nodes / 4096 processes And more...tacc-sized clusters Profiling support Dtrace providers Sun Studio Analyzer tight integration MPI PERUSE VampirTrace Infiniband multi-rail support on Solaris 25

26 Priorities for the future Performance (of course!) Job startup scalability TACC-sized clusters Collectives Leverage best algorithms From the community From CT6 Latency / bandwidth on various interconnects Ease of use Open Run-Time Environment utilities to monitor jobs Automation of parameter selection Analysis of regressions across community (MTT) Fault tolerance 26

27 Links for more information Sun HPC ClusterTools web page, Open MPI papers, Open MPI web page, Sun Studio web page, Sun Grid Engine web page, Grid Engine web site, DTrace web page, MTT web page, OpenSolaris web site, 27

28 Len Wisniewski m 28

SUN HPC SOFTWARE CLUSTERING MADE EASY

SUN HPC SOFTWARE CLUSTERING MADE EASY SUN HPC SOFTWARE CLUSTERING MADE EASY New Software Access Visualization Workstation, Thin Clients, Remote Access Developer Management OS Compilers, Workload, Linux, Solaris Debuggers, Systems and Optimization

More information

Streamline Computing Linux Cluster User Training. ( Nottingham University)

Streamline Computing Linux Cluster User Training. ( Nottingham University) 1 Streamline Computing Linux Cluster User Training ( Nottingham University) 3 User Training Agenda System Overview System Access Description of Cluster Environment Code Development Job Schedulers Running

More information

Advanced Techniques with Newton. Gerald Ragghianti Advanced Newton workshop Sept. 22, 2011

Advanced Techniques with Newton. Gerald Ragghianti Advanced Newton workshop Sept. 22, 2011 Advanced Techniques with Newton Gerald Ragghianti Advanced Newton workshop Sept. 22, 2011 Workshop Goals Gain independence Executing your work Finding Information Fixing Problems Optimizing Effectiveness

More information

HPC Software Requirements to Support an HPC Cluster Supercomputer

HPC Software Requirements to Support an HPC Cluster Supercomputer HPC Software Requirements to Support an HPC Cluster Supercomputer Susan Kraus, Cray Cluster Solutions Software Product Manager Maria McLaughlin, Cray Cluster Solutions Product Marketing Cray Inc. WP-CCS-Software01-0417

More information

Sun Constellation System: The Open Petascale Computing Architecture

Sun Constellation System: The Open Petascale Computing Architecture CAS2K7 13 September, 2007 Sun Constellation System: The Open Petascale Computing Architecture John Fragalla Senior HPC Technical Specialist Global Systems Practice Sun Microsystems, Inc. 25 Years of Technical

More information

Cluster Grid Interconects. Tony Kay Chief Architect Enterprise Grid and Networking

Cluster Grid Interconects. Tony Kay Chief Architect Enterprise Grid and Networking Cluster Grid Interconects Tony Kay Chief Architect Enterprise Grid and Networking Agenda Cluster Grid Interconnects The Upstart - Infiniband The Empire Strikes Back - Myricom Return of the King 10G Gigabit

More information

Improved LS-DYNA Performance on Sun Servers

Improved LS-DYNA Performance on Sun Servers 8 th International LS-DYNA Users Conference Computing / Code Tech (2) Improved LS-DYNA Performance on Sun Servers Youn-Seo Roh, Ph.D. And Henry H. Fong Sun Microsystems, Inc. Abstract Current Sun platforms

More information

The Asterope compute cluster

The Asterope compute cluster The Asterope compute cluster ÅA has a small cluster named asterope.abo.fi with 8 compute nodes Each node has 2 Intel Xeon X5650 processors (6-core) with a total of 24 GB RAM 2 NVIDIA Tesla M2050 GPGPU

More information

LSKA 2010 Survey Report Job Scheduler

LSKA 2010 Survey Report Job Scheduler LSKA 2010 Survey Report Job Scheduler Graduate Institute of Communication Engineering {r98942067, r98942112}@ntu.edu.tw March 31, 2010 1. Motivation Recently, the computing becomes much more complex. However,

More information

High Performance Computing in Aachen

High Performance Computing in Aachen High Performance Computing in Aachen Christian Iwainsky iwainsky@rz.rwth-aachen.de Center for Computing and Communication RWTH Aachen University Produktivitätstools unter Linux Sep 16, RWTH Aachen University

More information

- An Essential Building Block for Stable and Reliable Compute Clusters

- An Essential Building Block for Stable and Reliable Compute Clusters Ferdinand Geier ParTec Cluster Competence Center GmbH, V. 1.4, March 2005 Cluster Middleware - An Essential Building Block for Stable and Reliable Compute Clusters Contents: Compute Clusters a Real Alternative

More information

Agenda. HPC Software Stack. HPC Post-Processing Visualization. Case Study National Scientific Center. European HPC Benchmark Center Montpellier PSSC

Agenda. HPC Software Stack. HPC Post-Processing Visualization. Case Study National Scientific Center. European HPC Benchmark Center Montpellier PSSC HPC Architecture End to End Alexandre Chauvin Agenda HPC Software Stack Visualization National Scientific Center 2 Agenda HPC Software Stack Alexandre Chauvin Typical HPC Software Stack Externes LAN Typical

More information

Parallel Debugging with DDT

Parallel Debugging with DDT Parallel Debugging with DDT Nate Woody 3/10/2009 www.cac.cornell.edu 1 Debugging Debugging is a methodical process of finding and reducing the number of bugs, or defects, in a computer program or a piece

More information

Visualization @ SUN. Linda Fellingham, Ph. D Manager, Visualization and Graphics Sun Microsystems

Visualization @ SUN. Linda Fellingham, Ph. D Manager, Visualization and Graphics Sun Microsystems Visualization @ SUN Shared Visualization 1.1 Software Scalable Visualization 1.1 Solutions Linda Fellingham, Ph. D Manager, Visualization and Graphics Sun Microsystems The Data Tsunami Visualization is

More information

Debugging and Profiling Lab. Carlos Rosales, Kent Milfeld and Yaakoub Y. El Kharma carlos@tacc.utexas.edu

Debugging and Profiling Lab. Carlos Rosales, Kent Milfeld and Yaakoub Y. El Kharma carlos@tacc.utexas.edu Debugging and Profiling Lab Carlos Rosales, Kent Milfeld and Yaakoub Y. El Kharma carlos@tacc.utexas.edu Setup Login to Ranger: - ssh -X username@ranger.tacc.utexas.edu Make sure you can export graphics

More information

Windows IB. Introduction to Windows 2003 Compute Cluster Edition. Eric Lantz Microsoft elantz@microsoft.com

Windows IB. Introduction to Windows 2003 Compute Cluster Edition. Eric Lantz Microsoft elantz@microsoft.com Datacenter Fabric Workshop Windows IB Introduction to Windows 2003 Compute Cluster Edition Eric Lantz Microsoft elantz@microsoft.com August 22, 2005 What this talk is not about High Availability, Fail-over

More information

The Top Six Advantages of CUDA-Ready Clusters. Ian Lumb Bright Evangelist

The Top Six Advantages of CUDA-Ready Clusters. Ian Lumb Bright Evangelist The Top Six Advantages of CUDA-Ready Clusters Ian Lumb Bright Evangelist GTC Express Webinar January 21, 2015 We scientists are time-constrained, said Dr. Yamanaka. Our priority is our research, not managing

More information

FLOW-3D Performance Benchmark and Profiling. September 2012

FLOW-3D Performance Benchmark and Profiling. September 2012 FLOW-3D Performance Benchmark and Profiling September 2012 Note The following research was performed under the HPC Advisory Council activities Participating vendors: FLOW-3D, Dell, Intel, Mellanox Compute

More information

Advanced MPI. Hybrid programming, profiling and debugging of MPI applications. Hristo Iliev RZ. Rechen- und Kommunikationszentrum (RZ)

Advanced MPI. Hybrid programming, profiling and debugging of MPI applications. Hristo Iliev RZ. Rechen- und Kommunikationszentrum (RZ) Advanced MPI Hybrid programming, profiling and debugging of MPI applications Hristo Iliev RZ Rechen- und Kommunikationszentrum (RZ) Agenda Halos (ghost cells) Hybrid programming Profiling of MPI applications

More information

Sun in HPC. Update for IDC HPC User Forum Tucson, AZ, Sept 2008

Sun in HPC. Update for IDC HPC User Forum Tucson, AZ, Sept 2008 Sun in HPC Update for IDC HPC User Forum Tucson, AZ, Sept 2008 Bjorn Andersson Director, HPC Marketing Makia Minich Lead Architect, Sun HPC Software, Linux Edition Sun Microsystems Core Focus Areas for

More information

PARALLEL & CLUSTER COMPUTING CS 6260 PROFESSOR: ELISE DE DONCKER BY: LINA HUSSEIN

PARALLEL & CLUSTER COMPUTING CS 6260 PROFESSOR: ELISE DE DONCKER BY: LINA HUSSEIN 1 PARALLEL & CLUSTER COMPUTING CS 6260 PROFESSOR: ELISE DE DONCKER BY: LINA HUSSEIN Introduction What is cluster computing? Classification of Cluster Computing Technologies: Beowulf cluster Construction

More information

Batch Scheduling and Resource Management

Batch Scheduling and Resource Management Batch Scheduling and Resource Management Luke Tierney Department of Statistics & Actuarial Science University of Iowa October 18, 2007 Luke Tierney (U. of Iowa) Batch Scheduling and Resource Management

More information

Grid Engine Basics. Table of Contents. Grid Engine Basics Version 1. (Formerly: Sun Grid Engine)

Grid Engine Basics. Table of Contents. Grid Engine Basics Version 1. (Formerly: Sun Grid Engine) Grid Engine Basics (Formerly: Sun Grid Engine) Table of Contents Table of Contents Document Text Style Associations Prerequisites Terminology What is the Grid Engine (SGE)? Loading the SGE Module on Turing

More information

Grid 101. Grid 101. Josh Hegie. grid@unr.edu http://hpc.unr.edu

Grid 101. Grid 101. Josh Hegie. grid@unr.edu http://hpc.unr.edu Grid 101 Josh Hegie grid@unr.edu http://hpc.unr.edu Accessing the Grid Outline 1 Accessing the Grid 2 Working on the Grid 3 Submitting Jobs with SGE 4 Compiling 5 MPI 6 Questions? Accessing the Grid Logging

More information

Cluster Implementation and Management; Scheduling

Cluster Implementation and Management; Scheduling Cluster Implementation and Management; Scheduling CPS343 Parallel and High Performance Computing Spring 2013 CPS343 (Parallel and HPC) Cluster Implementation and Management; Scheduling Spring 2013 1 /

More information

A High Performance Computing Scheduling and Resource Management Primer

A High Performance Computing Scheduling and Resource Management Primer LLNL-TR-652476 A High Performance Computing Scheduling and Resource Management Primer D. H. Ahn, J. E. Garlick, M. A. Grondona, D. A. Lipari, R. R. Springmeyer March 31, 2014 Disclaimer This document was

More information

Parallel application development

Parallel application development Jan Ciesko HPC Consultant Microsoft Microsoft HPC landscape Introduction Microsoft HPC Server 2008 Demo Parallel application development Microsoft Parallel Programming initiative MPI / OMP / TPL Demos

More information

SRNWP Workshop. HP Solutions and Activities in Climate & Weather Research. Michael Riedmann European Performance Center

SRNWP Workshop. HP Solutions and Activities in Climate & Weather Research. Michael Riedmann European Performance Center SRNWP Workshop HP Solutions and Activities in Climate & Weather Research Michael Riedmann European Performance Center Agenda A bit of marketing: HP Solutions for HPC A few words about recent Met deals

More information

Linux tools for debugging and profiling MPI codes

Linux tools for debugging and profiling MPI codes Competence in High Performance Computing Linux tools for debugging and profiling MPI codes Werner Krotz-Vogel, Pallas GmbH MRCCS September 02000 Pallas GmbH Hermülheimer Straße 10 D-50321

More information

Release Notes for Open Grid Scheduler/Grid Engine. Version: Grid Engine 2011.11

Release Notes for Open Grid Scheduler/Grid Engine. Version: Grid Engine 2011.11 Release Notes for Open Grid Scheduler/Grid Engine Version: Grid Engine 2011.11 New Features Berkeley DB Spooling Directory Can Be Located on NFS The Berkeley DB spooling framework has been enhanced such

More information

IBM Platform Computing : infrastructure management for HPC solutions on OpenPOWER Jing Li, Software Development Manager IBM

IBM Platform Computing : infrastructure management for HPC solutions on OpenPOWER Jing Li, Software Development Manager IBM IBM Platform Computing : infrastructure management for HPC solutions on OpenPOWER Jing Li, Software Development Manager IBM #OpenPOWERSummit Join the conversation at #OpenPOWERSummit 1 Scale-out and Cloud

More information

Simple Introduction to Clusters

Simple Introduction to Clusters Simple Introduction to Clusters Cluster Concepts Cluster is a widely used term meaning independent computers combined into a unified system through software and networking. At the most fundamental level,

More information

Running applications on the Cray XC30 4/12/2015

Running applications on the Cray XC30 4/12/2015 Running applications on the Cray XC30 4/12/2015 1 Running on compute nodes By default, users do not log in and run applications on the compute nodes directly. Instead they launch jobs on compute nodes

More information

RDMA over Ethernet - A Preliminary Study

RDMA over Ethernet - A Preliminary Study RDMA over Ethernet - A Preliminary Study Hari Subramoni, Miao Luo, Ping Lai and Dhabaleswar. K. Panda Computer Science & Engineering Department The Ohio State University Outline Introduction Problem Statement

More information

Interoperability between Sun Grid Engine and the Windows Compute Cluster

Interoperability between Sun Grid Engine and the Windows Compute Cluster Interoperability between Sun Grid Engine and the Windows Compute Cluster Steven Newhouse Program Manager, Windows HPC Team steven.newhouse@microsoft.com 1 Computer Cluster Roadmap Mainstream HPC Mainstream

More information

159.735. Final Report. Cluster Scheduling. Submitted by: Priti Lohani 04244354

159.735. Final Report. Cluster Scheduling. Submitted by: Priti Lohani 04244354 159.735 Final Report Cluster Scheduling Submitted by: Priti Lohani 04244354 1 Table of contents: 159.735... 1 Final Report... 1 Cluster Scheduling... 1 Table of contents:... 2 1. Introduction:... 3 1.1

More information

GRID Computing: CAS Style

GRID Computing: CAS Style CS4CC3 Advanced Operating Systems Architectures Laboratory 7 GRID Computing: CAS Style campus trunk C.I.S. router "birkhoff" server The CAS Grid Computer 100BT ethernet node 1 "gigabyte" Ethernet switch

More information

An Extensible Framework for Distributed Testing of MPI Implementations

An Extensible Framework for Distributed Testing of MPI Implementations An Extensible Framework for Distributed Testing of MPI Implementations Joshua Hursey 1, Ethan Mallove 2, Jeffrey M. Squyres 3, Andrew Lumsdaine 1 1 Indiana University Open Systems Laboratory Bloomington,

More information

Parallel Computing using MATLAB Distributed Compute Server ZORRO HPC

Parallel Computing using MATLAB Distributed Compute Server ZORRO HPC Parallel Computing using MATLAB Distributed Compute Server ZORRO HPC Goals of the session Overview of parallel MATLAB Why parallel MATLAB? Multiprocessing in MATLAB Parallel MATLAB using the Parallel Computing

More information

LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance

LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance 11 th International LS-DYNA Users Conference Session # LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance Gilad Shainer 1, Tong Liu 2, Jeff Layton 3, Onur Celebioglu

More information

Introduction to Linux and Cluster Basics for the CCR General Computing Cluster

Introduction to Linux and Cluster Basics for the CCR General Computing Cluster Introduction to Linux and Cluster Basics for the CCR General Computing Cluster Cynthia Cornelius Center for Computational Research University at Buffalo, SUNY 701 Ellicott St Buffalo, NY 14203 Phone: 716-881-8959

More information

Cluster@WU User s Manual

Cluster@WU User s Manual Cluster@WU User s Manual Stefan Theußl Martin Pacala September 29, 2014 1 Introduction and scope At the WU Wirtschaftsuniversität Wien the Research Institute for Computational Methods (Forschungsinstitut

More information

HPC Wales Skills Academy Course Catalogue 2015

HPC Wales Skills Academy Course Catalogue 2015 HPC Wales Skills Academy Course Catalogue 2015 Overview The HPC Wales Skills Academy provides a variety of courses and workshops aimed at building skills in High Performance Computing (HPC). Our courses

More information

ABAQUS High Performance Computing Environment at Nokia

ABAQUS High Performance Computing Environment at Nokia ABAQUS High Performance Computing Environment at Nokia Juha M. Korpela Nokia Corporation Abstract: The new commodity high performance computing (HPC) hardware together with the recent ABAQUS performance

More information

Designed for Maximum Accelerator Performance

Designed for Maximum Accelerator Performance Designed for Maximum Accelerator Performance A dense, GPU-accelerated cluster supercomputer that delivers up to 329 double-precision GPU teraflops in one rack. This power- and spaceefficient system can

More information

InfiniBand Software and Protocols Enable Seamless Off-the-shelf Applications Deployment

InfiniBand Software and Protocols Enable Seamless Off-the-shelf Applications Deployment December 2007 InfiniBand Software and Protocols Enable Seamless Off-the-shelf Deployment 1.0 Introduction InfiniBand architecture defines a high-bandwidth, low-latency clustering interconnect that is used

More information

High Performance Computing in Aachen

High Performance Computing in Aachen High Performance Computing in Aachen Christian Iwainsky iwainsky@rz.rwth-aachen.de Center for Computing and Communication RWTH Aachen University Produktivitätstools unter Linux Sep 16, RWTH Aachen University

More information

Mellanox Academy Online Training (E-learning)

Mellanox Academy Online Training (E-learning) Mellanox Academy Online Training (E-learning) 2013-2014 30 P age Mellanox offers a variety of training methods and learning solutions for instructor-led training classes and remote online learning (e-learning),

More information

Fujitsu HPC Cluster Suite

Fujitsu HPC Cluster Suite Webinar Fujitsu HPC Cluster Suite 29 th May 2013 Павел Борох 0 HPC: полный спектр предложений от Fujitsu PRIMERGY Server, Workstation Cluster Management & Operation ISV and Research Partnerships HPC Cluster

More information

The SUN ONE Grid Engine BATCH SYSTEM

The SUN ONE Grid Engine BATCH SYSTEM The SUN ONE Grid Engine BATCH SYSTEM Juan Luis Chaves Sanabria Centro Nacional de Cálculo Científico (CeCalCULA) Latin American School in HPC on Linux Cluster October 27 November 07 2003 What is SGE? Is

More information

Debugging with TotalView

Debugging with TotalView Tim Cramer 17.03.2015 IT Center der RWTH Aachen University Why to use a Debugger? If your program goes haywire, you may... ( wand (... buy a magic... read the source code again and again and...... enrich

More information

Vers des mécanismes génériques de communication et une meilleure maîtrise des affinités dans les grappes de calculateurs hiérarchiques.

Vers des mécanismes génériques de communication et une meilleure maîtrise des affinités dans les grappes de calculateurs hiérarchiques. Vers des mécanismes génériques de communication et une meilleure maîtrise des affinités dans les grappes de calculateurs hiérarchiques Brice Goglin 15 avril 2014 Towards generic Communication Mechanisms

More information

IT service for life science

IT service for life science anterio performs research in the field of molecular modelling including computer-aided drug design. With our experience in these fields we help customers to implement an IT infrastructure to aid these

More information

1.0. User Manual For HPC Cluster at GIKI. Volume. Ghulam Ishaq Khan Institute of Engineering Sciences & Technology

1.0. User Manual For HPC Cluster at GIKI. Volume. Ghulam Ishaq Khan Institute of Engineering Sciences & Technology Volume 1.0 FACULTY OF CUMPUTER SCIENCE & ENGINEERING Ghulam Ishaq Khan Institute of Engineering Sciences & Technology User Manual For HPC Cluster at GIKI Designed and prepared by Faculty of Computer Science

More information

Cloud Computing Architecture with OpenNebula HPC Cloud Use Cases

Cloud Computing Architecture with OpenNebula HPC Cloud Use Cases NASA Ames NASA Advanced Supercomputing (NAS) Division California, May 24th, 2012 Cloud Computing Architecture with OpenNebula HPC Cloud Use Cases Ignacio M. Llorente Project Director OpenNebula Project.

More information

<Insert Picture Here> Private Cloud with Fusion Middleware

<Insert Picture Here> Private Cloud with Fusion Middleware Private Cloud with Fusion Middleware Duško Vukmanović Principal Sales Consultant, Oracle dusko.vukmanovic@oracle.com The following is intended to outline our general product direction.

More information

SMB Advanced Networking for Fault Tolerance and Performance. Jose Barreto Principal Program Managers Microsoft Corporation

SMB Advanced Networking for Fault Tolerance and Performance. Jose Barreto Principal Program Managers Microsoft Corporation SMB Advanced Networking for Fault Tolerance and Performance Jose Barreto Principal Program Managers Microsoft Corporation Agenda SMB Remote File Storage for Server Apps SMB Direct (SMB over RDMA) SMB Multichannel

More information

Petascale Software Challenges. Piyush Chaudhary piyushc@us.ibm.com High Performance Computing

Petascale Software Challenges. Piyush Chaudhary piyushc@us.ibm.com High Performance Computing Petascale Software Challenges Piyush Chaudhary piyushc@us.ibm.com High Performance Computing Fundamental Observations Applications are struggling to realize growth in sustained performance at scale Reasons

More information

Supercomputing on Windows. Microsoft (Thailand) Limited

Supercomputing on Windows. Microsoft (Thailand) Limited Supercomputing on Windows Microsoft (Thailand) Limited W hat D efines S upercom puting A lso called High Performance Computing (HPC) Technical Computing Cutting edge problems in science, engineering and

More information

LANL Computing Environment for PSAAP Partners

LANL Computing Environment for PSAAP Partners LANL Computing Environment for PSAAP Partners Robert Cunningham rtc@lanl.gov HPC Systems Group (HPC-3) July 2011 LANL Resources Available To Alliance Users Mapache is new, has a Lobo-like allocation Linux

More information

Using WestGrid. Patrick Mann, Manager, Technical Operations Jan.15, 2014

Using WestGrid. Patrick Mann, Manager, Technical Operations Jan.15, 2014 Using WestGrid Patrick Mann, Manager, Technical Operations Jan.15, 2014 Winter 2014 Seminar Series Date Speaker Topic 5 February Gino DiLabio Molecular Modelling Using HPC and Gaussian 26 February Jonathan

More information

High Performance Computing in Aachen

High Performance Computing in Aachen High Performance Computing in Aachen Samuel Sarholz sarholz@rz.rwth aachen.de Center for Computing and Communication RWTH Aachen University HPC unter Linux Sep 15, RWTH Aachen Agenda o Hardware o Development

More information

Notes on the SNOW/Rmpi R packages with OpenMPI and Sun Grid Engine

Notes on the SNOW/Rmpi R packages with OpenMPI and Sun Grid Engine Notes on the SNOW/Rmpi R packages with OpenMPI and Sun Grid Engine Last updated: 6/2/2008 4:43PM EDT We informally discuss the basic set up of the R Rmpi and SNOW packages with OpenMPI and the Sun Grid

More information

What s Cool in the SAP JVM (CON3243)

What s Cool in the SAP JVM (CON3243) What s Cool in the SAP JVM (CON3243) Volker Simonis, SAP SE September, 2014 Public Agenda SAP JVM Supportability SAP JVM Profiler SAP JVM Debugger 2014 SAP SE. All rights reserved. Public 2 SAP JVM SAP

More information

Can High-Performance Interconnects Benefit Memcached and Hadoop?

Can High-Performance Interconnects Benefit Memcached and Hadoop? Can High-Performance Interconnects Benefit Memcached and Hadoop? D. K. Panda and Sayantan Sur Network-Based Computing Laboratory Department of Computer Science and Engineering The Ohio State University,

More information

Appro Supercomputer Solutions Best Practices Appro 2012 Deployment Successes. Anthony Kenisky, VP of North America Sales

Appro Supercomputer Solutions Best Practices Appro 2012 Deployment Successes. Anthony Kenisky, VP of North America Sales Appro Supercomputer Solutions Best Practices Appro 2012 Deployment Successes Anthony Kenisky, VP of North America Sales About Appro Over 20 Years of Experience 1991 2000 OEM Server Manufacturer 2001-2007

More information

Developing Parallel Applications with the Eclipse Parallel Tools Platform

Developing Parallel Applications with the Eclipse Parallel Tools Platform Developing Parallel Applications with the Eclipse Parallel Tools Platform Greg Watson IBM STG grw@us.ibm.com Parallel Tools Platform Enabling Parallel Application Development Best practice tools for experienced

More information

Optimizing Shared Resource Contention in HPC Clusters

Optimizing Shared Resource Contention in HPC Clusters Optimizing Shared Resource Contention in HPC Clusters Sergey Blagodurov Simon Fraser University Alexandra Fedorova Simon Fraser University Abstract Contention for shared resources in HPC clusters occurs

More information

1 Bull, 2011 Bull Extreme Computing

1 Bull, 2011 Bull Extreme Computing 1 Bull, 2011 Bull Extreme Computing Table of Contents HPC Overview. Cluster Overview. FLOPS. 2 Bull, 2011 Bull Extreme Computing HPC Overview Ares, Gerardo, HPC Team HPC concepts HPC: High Performance

More information

System Software for High Performance Computing. Joe Izraelevitz

System Software for High Performance Computing. Joe Izraelevitz System Software for High Performance Computing Joe Izraelevitz Agenda Overview of Supercomputers Blue Gene/Q System LoadLeveler Job Scheduler General Parallel File System HPC at UR What is a Supercomputer?

More information

Work Environment. David Tur HPC Expert. HPC Users Training September, 18th 2015

Work Environment. David Tur HPC Expert. HPC Users Training September, 18th 2015 Work Environment David Tur HPC Expert HPC Users Training September, 18th 2015 1. Atlas Cluster: Accessing and using resources 2. Software Overview 3. Job Scheduler 1. Accessing Resources DIPC technicians

More information

The CNMS Computer Cluster

The CNMS Computer Cluster The CNMS Computer Cluster This page describes the CNMS Computational Cluster, how to access it, and how to use it. Introduction (2014) The latest block of the CNMS Cluster (2010) Previous blocks of the

More information

supercomputing. simplified.

supercomputing. simplified. supercomputing. simplified. INTRODUCING WINDOWS HPC SERVER 2008 R2 SUITE Windows HPC Server 2008 R2, Microsoft s third-generation HPC solution, provides a comprehensive and costeffective solution for harnessing

More information

Cluster Lifecycle Management Carlo Nardone. Technical Systems Ambassador GSO Client Solutions

Cluster Lifecycle Management Carlo Nardone. Technical Systems Ambassador GSO Client Solutions Cluster Lifecycle Management Carlo Nardone Technical Systems Ambassador GSO Client Solutions The Stack Applications Grid Management Standards, Open Source v. Commercial Libraries OS Management MPI, Mathlibs,

More information

New Data Center architecture

New Data Center architecture New Data Center architecture DigitPA Conference 2010, Rome, Italy Silvano Gai Consulting Professor Stanford University Fellow Cisco Systems 1 Cloud Computing The current buzzword ;-) Your computing is

More information

How to Run Parallel Jobs Efficiently

How to Run Parallel Jobs Efficiently How to Run Parallel Jobs Efficiently Shao-Ching Huang High Performance Computing Group UCLA Institute for Digital Research and Education May 9, 2013 1 The big picture: running parallel jobs on Hoffman2

More information

The RWTH Compute Cluster Environment

The RWTH Compute Cluster Environment The RWTH Compute Cluster Environment Tim Cramer 11.03.2013 Source: D. Both, Bull GmbH Rechen- und Kommunikationszentrum (RZ) How to login Frontends cluster.rz.rwth-aachen.de cluster-x.rz.rwth-aachen.de

More information

Grid Engine. Application Integration

Grid Engine. Application Integration Grid Engine Application Integration Getting Stuff Done. Batch Interactive - Terminal Interactive - X11/GUI Licensed Applications Parallel Jobs DRMAA Batch Jobs Most common What is run: Shell Scripts Binaries

More information

Manjrasoft Market Oriented Cloud Computing Platform

Manjrasoft Market Oriented Cloud Computing Platform Manjrasoft Market Oriented Cloud Computing Platform Aneka Aneka is a market oriented Cloud development and management platform with rapid application development and workload distribution capabilities.

More information

Installing and running COMSOL on a Linux cluster

Installing and running COMSOL on a Linux cluster Installing and running COMSOL on a Linux cluster Introduction This quick guide explains how to install and operate COMSOL Multiphysics 5.0 on a Linux cluster. It is a complement to the COMSOL Installation

More information

Multi-core Programming System Overview

Multi-core Programming System Overview Multi-core Programming System Overview Based on slides from Intel Software College and Multi-Core Programming increasing performance through software multi-threading by Shameem Akhter and Jason Roberts,

More information

How To Use A Job Management System With Sun Hpc Cluster Tools

How To Use A Job Management System With Sun Hpc Cluster Tools A Comparison of Job Management Systems in Supporting HPC ClusterTools Presentation for SUPerG Vancouver, Fall 2000 Chansup Byun and Christopher Duncan HES Engineering-HPC, Sun Microsystems, Inc. Stephanie

More information

Using the Windows Cluster

Using the Windows Cluster Using the Windows Cluster Christian Terboven terboven@rz.rwth aachen.de Center for Computing and Communication RWTH Aachen University Windows HPC 2008 (II) September 17, RWTH Aachen Agenda o Windows Cluster

More information

An HPC Application Deployment Model on Azure Cloud for SMEs

An HPC Application Deployment Model on Azure Cloud for SMEs An HPC Application Deployment Model on Azure Cloud for SMEs Fan Ding CLOSER 2013, Aachen, Germany, May 9th,2013 Rechen- und Kommunikationszentrum (RZ) Agenda Motivation Windows Azure Relevant Technology

More information

Introduction to parallel computing and UPPMAX

Introduction to parallel computing and UPPMAX Introduction to parallel computing and UPPMAX Intro part of course in Parallel Image Analysis Elias Rudberg elias.rudberg@it.uu.se March 22, 2011 Parallel computing Parallel computing is becoming increasingly

More information

Red Hat Enterprise Linux 6. Stanislav Polášek ELOS Technologies sp@elostech.cz

Red Hat Enterprise Linux 6. Stanislav Polášek ELOS Technologies sp@elostech.cz Stanislav Polášek ELOS Technologies sp@elostech.cz Red Hat - an Established Global Leader Compiler Development Identity & Authentication Storage & File Systems Middleware Kernel Development Virtualization

More information

Scaling from Workstation to Cluster for Compute-Intensive Applications

Scaling from Workstation to Cluster for Compute-Intensive Applications Cluster Transition Guide: Scaling from Workstation to Cluster for Compute-Intensive Applications IN THIS GUIDE: The Why: Proven Performance Gains On Cluster Vs. Workstation The What: Recommended Reference

More information

MOSIX: High performance Linux farm

MOSIX: High performance Linux farm MOSIX: High performance Linux farm Paolo Mastroserio [mastroserio@na.infn.it] Francesco Maria Taurino [taurino@na.infn.it] Gennaro Tortone [tortone@na.infn.it] Napoli Index overview on Linux farm farm

More information

Interconnect Efficiency of Tyan PSC T-630 with Microsoft Compute Cluster Server 2003

Interconnect Efficiency of Tyan PSC T-630 with Microsoft Compute Cluster Server 2003 Interconnect Efficiency of Tyan PSC T-630 with Microsoft Compute Cluster Server 2003 Josef Pelikán Charles University in Prague, KSVI Department, Josef.Pelikan@mff.cuni.cz Abstract 1 Interconnect quality

More information

Distributed Operating Systems. Cluster Systems

Distributed Operating Systems. Cluster Systems Distributed Operating Systems Cluster Systems Ewa Niewiadomska-Szynkiewicz ens@ia.pw.edu.pl Institute of Control and Computation Engineering Warsaw University of Technology E&IT Department, WUT 1 1. Cluster

More information

Grid Engine Training Introduction

Grid Engine Training Introduction Grid Engine Training Jordi Blasco (jordi.blasco@xrqtc.org) 26-03-2012 Agenda 1 How it works? 2 History Current status future About the Grid Engine version of this training Documentation 3 Grid Engine internals

More information

Microsoft Compute Clusters in High Performance Technical Computing. Björn Tromsdorf, HPC Product Manager, Microsoft Corporation

Microsoft Compute Clusters in High Performance Technical Computing. Björn Tromsdorf, HPC Product Manager, Microsoft Corporation Microsoft Compute Clusters in High Performance Technical Computing Björn Tromsdorf, HPC Product Manager, Microsoft Corporation Flexible and efficient job scheduling via Windows CCS has allowed more of

More information

Kashif Iqbal - PhD Kashif.iqbal@ichec.ie

Kashif Iqbal - PhD Kashif.iqbal@ichec.ie HPC/HTC vs. Cloud Benchmarking An empirical evalua.on of the performance and cost implica.ons Kashif Iqbal - PhD Kashif.iqbal@ichec.ie ICHEC, NUI Galway, Ireland With acknowledgment to Michele MicheloDo

More information

QUADRICS IN LINUX CLUSTERS

QUADRICS IN LINUX CLUSTERS QUADRICS IN LINUX CLUSTERS John Taylor Motivation QLC 21/11/00 Quadrics Cluster Products Performance Case Studies Development Activities Super-Cluster Performance Landscape CPLANT ~600 GF? 128 64 32 16

More information

Debugging in Heterogeneous Environments with TotalView. ECMWF HPC Workshop 30 th October 2014

Debugging in Heterogeneous Environments with TotalView. ECMWF HPC Workshop 30 th October 2014 Debugging in Heterogeneous Environments with TotalView ECMWF HPC Workshop 30 th October 2014 Agenda Introduction Challenges TotalView overview Advanced features Current work and future plans 2014 Rogue

More information

RA MPI Compilers Debuggers Profiling. March 25, 2009

RA MPI Compilers Debuggers Profiling. March 25, 2009 RA MPI Compilers Debuggers Profiling March 25, 2009 Examples and Slides To download examples on RA 1. mkdir class 2. cd class 3. wget http://geco.mines.edu/workshop/class2/examples/examples.tgz 4. tar

More information

ANSYS Computing Platform Support. July 2013

ANSYS Computing Platform Support. July 2013 ANSYS Computing Platform Support July 2013 1 Outline Computing platform trends and support roadmap Windows Linux Solaris ANSYS 14.5 Platform Support By application Other Platform Related Issues MPI and

More information

HPC Cluster Decisions and ANSYS Configuration Best Practices. Diana Collier Lead Systems Support Specialist Houston UGM May 2014

HPC Cluster Decisions and ANSYS Configuration Best Practices. Diana Collier Lead Systems Support Specialist Houston UGM May 2014 HPC Cluster Decisions and ANSYS Configuration Best Practices Diana Collier Lead Systems Support Specialist Houston UGM May 2014 1 Agenda Introduction Lead Systems Support Specialist Cluster Decisions Job

More information

Program Grid and HPC5+ workshop

Program Grid and HPC5+ workshop Program Grid and HPC5+ workshop 24-30, Bahman 1391 Tuesday Wednesday 9.00-9.45 9.45-10.30 Break 11.00-11.45 11.45-12.30 Lunch 14.00-17.00 Workshop Rouhani Karimi MosalmanTabar Karimi G+MMT+K Opening IPM_Grid

More information

Toward a practical HPC Cloud : Performance tuning of a virtualized HPC cluster

Toward a practical HPC Cloud : Performance tuning of a virtualized HPC cluster Toward a practical HPC Cloud : Performance tuning of a virtualized HPC cluster Ryousei Takano Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology

More information